Anime Recommendation System -EDA

Yun Xing

2023.5.21

animelist.csv have the list of all animes register by the user with the respective score, watching status and numbers of episodes watched. This dataset contains 109 Million row, 17.562 different animes and 325.772 different users.

anime.csv contain general information of every anime (17.562 different anime) like genre, stats, studio, etc. This file have the following columns:

Data Cleaning

Check missing values and duplicates

EDA

Descriptive analysis

anime each year

top 100 anime by year and genre

Top 5 anime based on popularity in different Types

Top 5 anime based on scores.

Medium of Streaming

Most-dropped animes

Categories (ratings) of anime

Distrubution of rating scores

1% anime not rated.